FSI Advanced Research Inc. and JTEKT

| Information Technology

Machine Vision with Deep Learning

Problem: Component surface defects detection
Technology: Deep Learning Machine Vision (DLMV)

  • Evaluate 3 component applications for best fit to DLMV
  • Create a labeled data set for training and testing
  • Identify DL algorithms for defect detection and classification
  • Compare commercial SW vs open source algorithms for future applications
  • Compare & apply custom developed DL models with commercial SW
  • Augment JTEKT’s inspection capabilities with (DLMV) technology

Solution: Develop model to deploy in multiple plants